PDS Sense paper - google scholar link

Manual Tours from figure 7

# Fig 7, subset to ATLAS7old and ATLAS7new
view_basis(fig7_basis, labels = colnames(jetsProj_sub[, 1:4]))

play_manual_tour(data = jetsProj_sub[, 1:4], basis = fig7_basis, manip_var = 3,
                 cat_var = jetsProj_sub$exp)

preservec4b3a6ca3dbe3458

play_manual_tour(data = jetsProj_sub[, 1:4], basis = fig7_basis, manip_var = 4,
                 cat_var = jetsProj_sub$exp)

preservedc65c791321d3ac4 Manipulating PC3 rotates variation of ATLAS7new out of the projection.

Manipulating PC4 rotates some variation of ATLAS7nold out of the projection.

Manual Tours from figure 8

# Fig 8 left, _center data.
view_basis(fig8l_basis, labels = colnames(grDIScenter[, 1:6]))

play_manual_tour(data = grDIScenter[, 1:6], basis = fig8l_basis, manip_var = 6,
                 cat_var = grDIScenter$disID)

preservec24e1b2f230fe7a1

play_manual_tour(data = grDIScenter[, 1:6], basis = fig8l_basis, manip_var = 5,
                 cat_var = grDIScenter$disID)

preserve52e4ab7070f9ad26 manipulating PC6 rotates variation of ‘dimuonSIDIS’ experiements out of the projection.

manipulating PC5 rotates some of variation of ‘DIS HERA1+2’ experiements out of the projection.

Note that:

  • 4 plotly objects knits to 15MB .html file
  • 2 plotly objects knits to 10MB .html file
  • gganimate opens local .gif, should be able to make gif and include if needed
    • gganimate version current as of 24/01/2019